{"id":"W4404322180","doi":"10.1002/gcc.70007","title":"Differential Expression of Proteins and Genes at the Tumor‐Brain Interface in Invasive Meningioma","year":2024,"lang":"en","type":"article","venue":"Genes Chromosomes and Cancer","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Chulalongkorn University","keywords":"Biology; Meningioma; Immunohistochemistry; Gene; Cancer; Gene expression; Cancer research; Pathology; Immunology; Genetics; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001426574,0.0002551502,0.00037362,0.001206453,0.0002439552,0.0004474235,0.0001006857,0.0002386796,0.0008305067],"category_scores_gemma":[0.000315115,0.0001702592,0.0002751964,0.0007064932,0.0002349386,0.0001860685,0.0003456822,0.0002443558,0.000249764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001961793,"about_ca_system_score_gemma":0.00014035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001040021,"about_ca_topic_score_gemma":0.001665422,"domain_scores_codex":[0.9998482,0.000009690965,0.00001185626,0.00004316588,0.00003757574,0.00004955737],"domain_scores_gemma":[0.9998026,0.00004152443,0.00006033863,0.00002036307,0.00002610691,0.00004905364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002079025,0.00007154564,0.5923395,0.0001479463,0.0001884412,0.001967584,0.0007295372,0.0002346468,0.3907205,0.0001108203,0.0002522775,0.0111581],"study_design_scores_gemma":[0.000008984567,0.00009628574,0.9847525,0.00000738791,0.00007715343,0.001482511,0.0002709972,0.00015931,0.01227393,0.0001351644,0.000728664,0.000007182233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987221,0.0002984939,0.000123006,0.000007997844,0.000001622798,0.000003747417,0.0004857341,0.000008543413,0.0003486173],"genre_scores_gemma":[0.9978557,0.000402574,0.000315628,0.00001551163,0.000003778361,0.00001885045,0.0009380133,0.000007180908,0.0004426532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001206453,"threshold_uncertainty_score":0.002778292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647926804247182,"score_gpt":0.2771156927317531,"score_spread":0.2606364246892813,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}